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Optimal Power Flow Prediction on OPFData 500-GOC
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Average Constraint Violation Sij(+)
CNN
-1.9328
11.1136
24.16
37.2064
Oct 8, 2025
Average Constraint Violation Sij(+)
Average Constraint Violation Sji(-)
Average Constraint Violation Pb
Average Constraint Violation Qb
Max Constraint Violation Sij(+)
Max Constraint Violation Sji(-)
Max Constraint Violation Pb
Max Constraint Violation Qb
Optimality Gap
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Constraint Violation Sij(+)
Average Constraint Violation Sji(-)
Average Constraint Violation Pb
Average Constraint Violation Qb
Max Constraint Violation Sij(+)
Max Constraint Violation Sji(-)
Max Constraint Violation Pb
Max Constraint Violation Qb
Optimality Gap
CNN
Evaluation mode=Zero-s...
2025.10
0
0
1.18
2.34
0
0
3.21
0.64
4
FNN
Evaluation mode=Zero-s...
2025.10
3.65
3.45
1.47
0.88
0.31
0.3
5.12
1.2
5
HH-MPNN
Evaluation mode=Zero-s...
2025.10
48.32
48.42
3.38
37.55
19.55
19.5
66.16
17.59
17
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